The buffet line felt like a gauntlet. He kept his eyes averted, focusing on the canapés, the tiny sandwiches. Anything to avoid the inevitable. He’d known she'd be here. He had hoped they wouldn't cross paths. The universe, it seemed, had other plans.

He bumped into someone. He mumbled an apology, but it was too late. He looked up. She was standing there, a polite smile on her face. His breath hitched. He found himself searching for an escape route, but there was nowhere to go. He felt a sudden, profound sense of being utterly trapped. His palms were slick.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283